Triple
T17139703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cynthia Lummis |
E415930
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Barbara Cubin (as U.S. representative from Wyoming)
Barbara Cubin is a Republican politician who served as Wyoming’s at-large member of the U.S. House of Representatives from 1995 to 2009.
|
E1252656
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Barbara Cubin (as U.S. representative from Wyoming) | Statement: [Cynthia Lummis, precededBy, Barbara Cubin (as U.S. representative from Wyoming)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Cubin (as U.S. representative from Wyoming) Context triple: [Cynthia Lummis, precededBy, Barbara Cubin (as U.S. representative from Wyoming)]
-
A.
Lynn Horsford
Lynn Horsford is a film and television producer known for her work on the political drama "Brexit: The Uncivil War."
-
B.
Mary Ellen Smoot
Mary Ellen Smoot is an American religious leader best known for serving as the twelfth general president of the Relief Society of The Church of Jesus Christ of Latter-day Saints from 1997 to 2002.
-
C.
Kathy Swanson
Kathy Swanson is known as the former wife of American stand-up comedian and actor Andrew Dice Clay.
-
D.
Cathy McMorris Rodgers
Cathy McMorris Rodgers is a Republican politician from Washington who has served in the U.S. House of Representatives and held key leadership roles within the House GOP.
-
E.
Deb Fischer (as U.S. Senator from Nebraska)
Deb Fischer is a Republican politician serving as a United States Senator from Nebraska, known for her conservative positions on agriculture, defense, and rural issues.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Barbara Cubin (as U.S. representative from Wyoming) Triple: [Cynthia Lummis, precededBy, Barbara Cubin (as U.S. representative from Wyoming)]
Generated description
Barbara Cubin is a Republican politician who served as Wyoming’s at-large member of the U.S. House of Representatives from 1995 to 2009.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Cubin (as U.S. representative from Wyoming) Target entity description: Barbara Cubin is a Republican politician who served as Wyoming’s at-large member of the U.S. House of Representatives from 1995 to 2009.
-
A.
Lynn Horsford
Lynn Horsford is a film and television producer known for her work on the political drama "Brexit: The Uncivil War."
-
B.
Mary Ellen Smoot
Mary Ellen Smoot is an American religious leader best known for serving as the twelfth general president of the Relief Society of The Church of Jesus Christ of Latter-day Saints from 1997 to 2002.
-
C.
Kathy Swanson
Kathy Swanson is known as the former wife of American stand-up comedian and actor Andrew Dice Clay.
-
D.
Cathy McMorris Rodgers
Cathy McMorris Rodgers is a Republican politician from Washington who has served in the U.S. House of Representatives and held key leadership roles within the House GOP.
-
E.
Deb Fischer (as U.S. Senator from Nebraska)
Deb Fischer is a Republican politician serving as a United States Senator from Nebraska, known for her conservative positions on agriculture, defense, and rural issues.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d886d15af4819092f92f8a129763e6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f2d318a88190aae8d776376c8053 |
completed | April 18, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014152da008190bbbff4147cfd8c5b |
completed | May 11, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_6a014209b11081908ed088a9bb18b73b |
completed | May 11, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0142ac95188190847f29cb0f8d15ed |
completed | May 11, 2026, 2:45 a.m. |
Created at: April 10, 2026, 5:36 a.m.